← Risk register SOC 29-1214 · reviewed 2026-08-11

Emergency Medicine Physicians

32,880 US workers · median $335,550/yr · Healthcare

SAFE

The core of emergency medicine is physically laying hands on undifferentiated, often uncooperative patients: airway management, central lines, chest tubes, reductions, ultrasound at the bedside, and deciding in minutes who is dying and who can wait. AI is genuinely good at the paperwork layer — ambient scribing of ED notes, discharge instructions, coding, ECG and imaging pre-reads, triage risk scores — and that will compress documentation time rather than the physician's role. Licensure, EMTALA obligations, and personal malpractice exposure mean a board-certified human owns every disposition decision.

10-year outlook: In ten years AI will have taken most of the charting and pre-read burden and may modestly increase patient throughput per physician, but the resuscitation bay, the procedures, and the legally accountable disposition decision still require a licensed body in the room.

Score — 88/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 15 + 18 + 20 + 15 + 20 = 88.

Task resistance 15/20

Tasks largely resist digitisation. Documentation, coding, ECG pre-reads and discharge-instruction generation are already being eaten by ambient scribes and algorithmic triage scores, which is why this sits at 15 rather than 19 — but intubating a bleeding trauma patient, reducing a dislocated shoulder, or placing a chest tube in a hypotensive pneumothorax has no digital substitute.

Embodiment 18/20

Hands-on in uncontrolled environments. An 18 reflects that essentially every shift involves procedures on unstable, sometimes combative or contaminated patients in a resuscitation bay you don't control — blood, vomit, C-collars, code carts — with the remaining 2 points off only because charting and consult calls happen at a workstation.

Liability shield 20/20

Licensed human required and personally liable. State medical licensure plus board certification is non-negotiable, EMTALA makes you personally responsible for screening and stabilizing every patient who walks in regardless of ability to pay, and your name is on the disposition when a missed dissection becomes a malpractice claim — there is no higher configuration than this.

Trust premium 15/20

The human relationship is the product. Patients arrive as strangers and rarely see you again, which caps this below the 18-20 of primary care, but the 15 reflects that consent for procedures, breaking news of a death to family, and persuading a chest-pain patient to accept admission all collapse if the person in front of them isn't a trusted physician.

Judgment & accountability 20/20

Exists to be accountable for ambiguous calls. Deciding in under ten minutes whether an undifferentiated abdominal pain goes to the OR, the CT scanner, or home — and running a code where you call time of death — is the archetype of an ambiguous high-stakes call made on incomplete data with no one senior to defer to at 3 a.m.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, licensure, liability, judgment

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.